Evidence Based Gait Analysis Interpretation Tools (EB-GAIT) treatment recommendation and outcome prediction models to support decision-making based on clinical gait analysis data

Michael H. Schwartz; Andrew G. Georgiadis

doi:10.1371/journal.pone.0328036

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Open Access

Peer-reviewed

Research Article

Evidence Based Gait Analysis Interpretation Tools (EB-GAIT) treatment recommendation and outcome prediction models to support decision-making based on clinical gait analysis data

Michael H. Schwartz ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: schwa021@umn.edu

Affiliations Orthopedic Surgery, University of Minnesota - Twin Cities, Minneapolis, United States of America, Center for Gait and Motion Analysis, Gillette Children’s Specialty Healthcare, St. Paul, United States of America

https://orcid.org/0000-0003-3388-7413

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Andrew G. Georgiadis

Contributed equally to this work with: Andrew G. Georgiadis

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliations Orthopedic Surgery, University of Minnesota - Twin Cities, Minneapolis, United States of America, Center for Gait and Motion Analysis, Gillette Children’s Specialty Healthcare, St. Paul, United States of America

https://orcid.org/0000-0002-3624-8273

⨯

Evidence Based Gait Analysis Interpretation Tools (EB-GAIT) treatment recommendation and outcome prediction models to support decision-making based on clinical gait analysis data

Michael H. Schwartz,
Andrew G. Georgiadis

Published: July 29, 2025
https://doi.org/10.1371/journal.pone.0328036

About the Authors

Michael H. Schwartz

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: schwa021@umn.edu

Affiliations Orthopedic Surgery, University of Minnesota - Twin Cities, Minneapolis, United States of America, Center for Gait and Motion Analysis, Gillette Children’s Specialty Healthcare, St. Paul, United States of America

https://orcid.org/0000-0003-3388-7413

Andrew G. Georgiadis

Contributed equally to this work with: Andrew G. Georgiadis

Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

https://orcid.org/0000-0002-3624-8273

Competing Interests

The authors have declared that no competing interests exist.

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Surgical and invasive medical procedures
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Forecasting
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Ankles
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Gait analysis
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Body limbs
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Feet
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Machine learning
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Knees
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